doc. dr. sc. Mihaela Vranić

Assistant professor, Department of Electrical Engineering Fundamentals and Measurements

Location:
Public phone number:
6129-602
Internal phone number:
102
  Book chapters
 

1. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
Building an application - generation of ‘items tree’ based on transactional data // Application of Machine Learning / Zhang, Yagang, editor(s).
Vukovar : In-Tech, 2010. Str. 109-126.
 
  Journal articles and review articles in CC journals
 

1. Humski, Luka; Pintar, Damir; Vranić, Mihaela.
Analysis of Facebook Interaction as Basis for Synthetic Expanded Social Graph Generation. // IEEE access. 7 (2019) ; 6622-6636 (journal article).

2. Vranić, Mihaela; Pintar, Damir; Banek, Marko.
Towards better understanding of frequent itemset relationships through tree-like data structures. // Expert systems with applications. 42 (2015) , 3; 1717-1729 (journal article).
 
  Scientific papers in other journals
 

1. Vranić, Mihaela; Pintar, Damir; Škopljanac- Mačina, Frano.
Improved Visualization of Frequent Itemset Relationships Using the Minimal Spanning Tree Algorithm. // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku. 26 (2019) , 2; 331-338 (journal article).

2. Humski, Luka; Pintar, Damir; Vranić, Mihaela.
Exploratory analysis of pairwise interactions in online social networks. // Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije. 58 (2018) , 4; 422-428 (journal article).

3. Pintar, Damir; Begušić, Domagoj; Škopljanac- Mačina, Frano; Vranić, Mihaela.
Automatic extraction of learning concepts from exam query repositories. // Journal of communications software and systems. 14 (2018) , 4; 312-319 (journal article).

4. Vranić, Mihaela; Pintar, Damir; Gamberger, Dragan.
Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements. // Journal of information and organizational sciences. 36 (2012) , 1; 69-86 (journal article).

5. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
Integrating quantitative attributes in hierarchical clustering of transactional data. // Lecture Notes in Artificial Intelligence. 7327 (2012) ; 94-103 (journal article).

6. Pinjušić Ćurić, Sofija; Vranić, Mihaela; Pintar, Damir.
Improvement of Hierarchical Clustering Results by Refinement of Variable Types and Distance Measures. // Automatika – Journal for Control, Measurement, Electronics, Computing and Communications. 52 (2011) , 4; 353-364 (journal article).

7. Pintar, Damir; Vranić, Mihaela; Skočir, Zoran.
Metadata-Driven SOA-Based Application for Facilitation of Real-Time Data Warehousing. // Lecture notes in computer science. 5692 (2009) ; 108-119 (journal article).
 
  Scientific conference papers with international peer-review
 

1. Murtić, Alen; Maljić, Matija; Gruičić, Stribor-Ladislav; Pintar, Damir; Vranić, Mihaela.
SNA-based artificial call detail records generator // Proceedings of 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Skala, Karolj ; Koričić, Marko ; Galinac Grbac, Tihana ; Čičin-Šain, Marina ; Sruk, Vlado ; Ribarić, Slobodan ; Groš, Stjepan ; Vrdoljak, Boris ; Mauher, Mladen ; Tijan, Edvard ; Pale, Predrag ; Janjić, Matej, editor(s).
Opatija : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2018. 1226-1230 (lecture,international peer-review,published,scientific).

2. Pintar, Damir; Begušić, Domagoj; Škopljanac- Mačina, Frano; Vranić, Mihaela.
Annotating Exam Questions Through Automatic Learning Concept Classification // 2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2018) / Rožić, Nikola ; Lorenz, Pascal, editor(s).
Curran Associates, Inc, 2018. 123-129 (lecture,international peer-review,published,scientific).

3. Sever, Nikolina; Humski, Luka; Ilić, Juraj; Skočir, Zoran; Pintar, Damir; Vranić, Mihaela.
Applying the Multiclass Classification Methods for the Classification of Online Social Network Friends // 2017 International Conference on Software, Telecommunications and Computer Networks / Rožić, Nikola ; Lorenz, Pascal, editor(s).
Split : FESB, Sveučilište u Splitu, 2017. (lecture,international peer-review,published,scientific).

4. Stupalo, Maja; Ilić, Juraj; Humski, Luka; Skočir, Zoran; Pintar, Damir; Vranić, Mihaela.
Applying the Binary Classification Methods for Discovering the Best Friends on an Online Social Network // Proceedings of the 14th International Conference on Telecommunications ConTEL 2017 / Dobrijević, Ognjen ; Džanko, Matija, editor(s).
Zagreb : Sveučilište u Zagrebu Fakultet elektrotehnike i računarstva, 2017. 155-161 (lecture,international peer-review,published,scientific).

5. Ilić, Juraj; Humski, Luka; Pintar, Damir; Vranić, Mihaela; Skočir, Zoran.
Proof of Concept for Comparison and Classification of Online Social Network Friends Based on Tie Strength Calculation Model // Proceedings ICIST 2016 / Zdravković, M. ; Trajnović, M. ; Konjović, Z., editor(s).
Beograd : Society for Information Systems and Computer Networks, 2016. 159-164 (lecture,international peer-review,published,scientific).

6. Vranić, Mihaela; Pintar, Damir; Humski, Luka.
Automated extraction and visualization of learning concept dependencies using Q-matrices and exam results // 24th International Conference on Software, Telecommunications and Computer Networks - SoftCOM 2016 / Rožić, Nikola ; Begušić, Dinko, editor(s).
Split : FESB, 2016. (lecture,international peer-review,published,scientific).

7. Vranić, Mihaela; Pintar, Damir; Humski, Luka; Skočir, Zoran; Škopljanac-Mačina, Frano; Brstilo, Ivana; Đuho, Nika; Klasnić, Kristina; Mališa, Snježana; Žuković, Ana Marija.
University Social Network Benefits Analysis and Proposed Framework // 24th International Conference on Software, Telecommunications and Computer Networks - SoftCOM 2016 / Rožić, Nikola ; Begušić, Dinko, editor(s).
Split : FESB, 2016. (lecture,international peer-review,published,scientific).

8. Banek, Marko; Osrečki, Dinko; Vranić, Mihaela; Pintar, Damir.
Outlier Detection as the Primary Step for Promotion Planning in Retail // MIPRO 2015, 38th International Convention, May 25 - 29, 2015, Opatija, Croatia, Proceedings / Biljanović, Petar, editor(s).
Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2015. 1681-1686 (lecture,international peer-review,published,scientific).

9. Karan, Mladen; Pintar Damir; Skočir Zoran; Vranić Mihaela; Alajković, Adrian; Milojević, Jelena; Pleša, Marina.
The impact of training data tailoring on demand forecasting models in retail // MIPRO 2014 37th International Convention Proceedings / Biljanović, Petar, editor(s).
Rijeka : GRAFIK, 2014. 1636-1641 (lecture,international peer-review,published,scientific).

10. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
Relationships between Distance Measures Adopted for Transactional Data Analysis // Proceedings of the 12th International Conference on Telecommunications / Pripužić, Krešimir ; Banek, Marko, editor(s).
Zagreb : University of Zagreb, 2013. 25-30 (lecture,international peer-review,published,scientific).

11. Vranić, Mihaela; Pintar, Damir; Banek, Marko.
The impact of threshold parameters in transactional data analysis // Proceedings of the the 35th International ICT Convention – MIPRO 2012 / Biljanović, Petar, editor(s).
Rijeka : Grafik, 2012. 1959-1964 (lecture,international peer-review,published,scientific).

12. Pinjušić, Sofija; Vranić, Mihaela.
Influence of Distance Measure Choice On the Results of Hierarchical Clustering // Proceedings of 33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010, Vol. V. conferences: DE, ISS, miproBIS, GLGPS, SP / Čišić, Dragan ; Hutinski, Željko ; Baranović, Mirta ; Mauher, Mladen ; Pletikosa , Marko, editor(s).
Zagreb : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2010. 219-224 (lecture,international peer-review,published,scientific).

13. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
Generation and Analysis of Tree Structures Based on Association Rules and Hierarchical Clustering // Proceedings of The Fifth International Multi-conference on Computing in the Global Information Technology - ICCGI 2010 / Guerrero, Juan E., editor(s).
The Institute of Electrical and Electronics Engineers, Inc., 2010. 48-53 (lecture,international peer-review,published,scientific).

14. Banek, Marko; Jurić, Damir; Pintar, Damir; Skočir, Zoran; Vranić, Mihaela; Vrdoljak, Boris.
E-business infrastructure for supporting the integration of tourist services // Proceedings ELMAR-2008 / Grgić, Mislav ; Grgić, Sonja, editor(s).
Zadar : Croatian Society Electronics in Marine - ELMAR, 2008. 289-292 (lecture,international peer-review,published,scientific).

15. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
Data Mining and Statistical Analyses for High Education Improvement // Proceedings of 31st international convention on information and communication technology, electronics and microelectronics - MIPRO 2008, Vol. V. conferences: DE, ISS, miproBIS, LG, SP / Čišić, Dragan ; Hutinski, Željko ; Baranović, Mirta ; Mauher, Mladen ; Dragšić Veljko, editor(s).
Zagreb : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2008. 164-169 (lecture,international peer-review,published,scientific).

16. Pintar, Damir; Skočir, Zoran; Vranić, Mihaela.
Intelligent Data Sources and Integrated Data Repository as a Foundation for Business Intelligence Analysis // Proceedings of 15. International Conference on Software, Telecommunications & Computer Networks - SoftCOM 2007.
Split : FESB, 2007. (lecture,international peer-review,published,scientific).

17. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
The use of data mining in education environment // Proceedings of the 9th International Conference on Telecommunications / Car, Željka ; Kušek, Mario, editor(s).
Zagreb : University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia, 2007. 243-250 (lecture,international peer-review,published,scientific).

18. Vranić, Mihaela; Pintar, Damir; Skočir, Zoran.
Business Service Interface Structure // Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference, MELECON 2004 / Matijašević, Maja ; Pejčinović, Branimir ; Tomšić, Željko ; Butković, Željko, editor(s).
Zagreb : The Institute of Electrical and Electronics Engineers, Inc., 2004. 619-622 (lecture,international peer-review,published,scientific).

19. Vrhoci, Mihaela; Đelmiš, Dubravka; Maksimović, Jarmila.
Collaboration-Protocol Profile and Collaboration-Protocol Agreement in B2B transactions // Proceedings of XXV Jubilee International Convention MIPRO 2002. - Electronic Commerce / Dragan Čišić, editor(s).
Rijeka : LINIAVERA d.d.d., 2002. 45-50 (lecture,international peer-review,published,scientific).
 
  Unpublished papers
 

1. Vranić, Mihaela.
Social network analysis - examples from practice // .
(lecture,unpublished).

2. Dalbelo Bašić, Bojana; Vranić, Mihaela; Pintar, Damir; Humski, Luka.
Social network analysis - examples from practice // .
(lecture,unpublished,expert).
 
  Dissertations
 

1. Vranić, Mihaela.
Designing concise representation of correlations among elements in transactional data / doctoral thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 04.11. 2011., 177 pages. Mentor: Skočir, Zoran.
 
  Master thesis
 

1. Vranić, Mihaela.
Application of business intelligence in academic environment / pre-Bologna master thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 05.07. 2007., 107 pages. Mentor: Skočir, Zoran.
 
  Graduation thesis
 

1. Vranić, Mihaela.
Bibliography of the female authors in the local collection of Gradska knjižnica Đurđevac / graduate thesis.
Zadar : Odjel za knjižničarstvo, 12.06. 2011, 40 pages. Mentor: Lakuš, Jelena.
 
  Other papers
 

1. Alajković, Adrian; Banek, Marko; Dalbelo Bašić, Bojana; Humski, Luka; Kalpić, Damir; Karan, Mladen; Milojević, Jelena; Pintar, Damir; Pleša, Marina; Skočir, Zoran; Vranić, Mihaela; Vrdoljak, Boris.
Promotional Forecast Model for Fast Moving Consumer Goods Stores, 2014. (study).

2. Skočir, Zoran; Vrdoljak, Boris; Banek, Marko; Pintar, Damir; Vranić, Mihaela; Humski, Luka.
Analysis and application of data models in business intelligence, 2014. (study).

3. Skočir, Zoran; Vrdoljak, Boris; Banek, Marko; Pintar, Damir; Vranić, Mihaela.
Analysis of data models for business intelligence and measuring for data transmission, 2013. (study).

4. Bagić, Igor; Banek, Marko; Batur, Vesna; Humski, Luka; Javor, Igor; Jurić, Damir; Kraljević, Hrvoje; Krpan, Mate; Kušek, Mario; Lovrek, Ignac; Ljubičić, Hrvoje; Paić-Karega, Marko; Pejaković, Ivo; Pintar, Damir; Podobnik, Vedran; Skočir, Zoran; Sović, Dalibor; Stipetić, Hrvoje; Štriga, Darko; Vranić, Mihaela; Vrdoljak, Boris; Vuković, Marin.
Business intelligence and electronic commerce, 2012. (study).

5. Bagić, Igor; Banek, Marko; Gledec, Gordan; Furdek, Pero; Javor, Igor; Jurić, Damir; Kraljević, Hrvoje; Krpan, Mate; Kušek, Mario; Lovrek, Ignac; Ljubičić, Hrvoje; Matijašević, Maja; Paić-Karega, Marko; Pandžić, Igor. S.; Pejaković, Ivo; Pintar, Damir; Podobnik, Vedran; Skočir, Zoran; Sović, Dalibor; Stipetić, Hrvoje; Vranić, Mihaela; Vrdoljak, Boris; Vuković, Marin.
Business intelligence and electronic commerce, 2011. (study).

6. Bagić, Igor; Banek, Marko; Čavrak, Igor; Gledec, Gordan; Furdek, Pero; Javor, Igor; Jurić, Damir; Kraljević, Hrvoje; Krpan, Mate; Kušek, Mario; Lovrek, Ignac; Ljubičić, Hrvoje; Matijašević, Maja; Paić-Karega, Marko; Pandžić, Igor.S.; Paunović, Vlatka; Pejaković, Ivo; Pintar, Damir; Skočir, Zoran; Sović, Dalibor; Stipetić, Hrvoje; Tomić, Siniša; Vranić, Mihaela; Vrdoljak, Boris; Vuković, Marin; Žagar, Mario.
Business intelligence and electronic commerce, 2010. (study).

7. Banek, Marko; Dembitz, Šandor; Gledec, Gordan; Furdek, Pero; Javor, Igor; Jurić, Damir; Krpan, Mate; Kušek, Mario; Lovrek, Ignac; Ljubičić, Hrvoje; Paić-Karega, Marko; Pejaković, Ivo; Pintar, Damir; Skočir, Zoran; Sović, Dalibor; Vranić, Mihaela; Vrdoljak, Boris.
Business intelligence and electronic commerce, 2009. (study).

8. Banek, Marko; Dembitz, Šandor; Gledec, Gordan; Jurić, Damir; Kos, Mladen; Krpan, Mate; Kušek, Mario; Lovrek, Ignac; Pejaković, Ivo; Pigac, Danko; Pintar, Damir; Skočir, Zoran; Vranić, Mihaela; Vrdoljak, Boris.
Business Intelligence and e-business, 2008. (study).

9. Banek, Marko; Frleta, Dubravko; Gaberšnik, Zdravko; Gledec, Gordan; Gracin, Josip; Javor, Igor; Jurić, Damir; Kos, Mladen; Krpan, Mate; Laušić, Ante; Lovrek, Ignac; Pigac, Danko; Pintar, Damir; Sić, Kristijan; Skočir, Zoran; Stipetić, Hrvoje; Šimunić, Marina; Vranić, Mihaela; Vrdoljak, Boris.
Business intelligence and e-businnes., 2007. (study).

10. Bagić, Igor; Banek, Marko; Gledec, Gordan; Laušić, Ante; Jurić, Damir; Lovrek, Ignac; Pintar, Damir; Podobnik, Vedran; Skočir, Zoran; Šimunić, Marina; Vranić, Mihaela; Vrdoljak, Boris.
Business Intelligence and e-business, 2006. (study).

11. Bagić, Igor; Banek, Marko; Lovrek, Ignac; Magdalenić, Ivan; Matasić, Ivan; Pejaković, Ivo; Pintar, Damir; Pranić, Dražen; Skočir, Zoran; Šimunić, Marina; Topolnik, Marko; Vranić, Mihaela; Vrdoljak, Boris.
B2B e-commerce, 2004. (study).
 

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Education
    Educational institutions Educational programs Engineering education
  • Professional communication
    Databases Database systems Relational databases Information systems
  • Computational and artificial intelligence
    Machine learning Prediction methods
  • Computers and information processing
    Data mining
  • Engineering management
    Business data processing Business intelligence

Personal data

Graduation year:
2001.
mr.sc. graduation year:
2007.
PhD graduation year:
2011.
Employed in this institution since:
2001.